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Counterfactual Reasoning

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Showing 1–50 of 219 papers

TitleStatusHype
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual ReasoningCode4
Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention CausalityCode2
Causal Reasoning and Large Language Models: Opening a New Frontier for CausalityCode2
Counterfactual Phenotyping with Censored Time-to-EventsCode2
Gumbel Counterfactual Generation From Language ModelsCode1
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question AnsweringCode1
Causal Action Influence Aware Counterfactual Data AugmentationCode1
Graph Neural Networks for Vulnerability Detection: A Counterfactual ExplanationCode1
Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion ModelsCode1
What If the TV Was Off? Examining Counterfactual Reasoning Abilities of Multi-modal Language ModelsCode1
Do We Fully Understand Students' Knowledge States? Identifying and Mitigating Answer Bias in Knowledge TracingCode1
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of CodeCode1
Counterfactual reasoning: Testing language models' understanding of hypothetical scenariosCode1
SCOTT: Self-Consistent Chain-of-Thought DistillationCode1
Towards Explainable Motion Prediction using Heterogeneous Graph RepresentationsCode1
Counterfactual reasoning: Do language models need world knowledge for causal understanding?Code1
Global Counterfactual Explainer for Graph Neural NetworksCode1
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment AnalysisCode1
COLD Decoding: Energy-based Constrained Text Generation with Langevin DynamicsCode1
Debiased Learning from Naturally Imbalanced Pseudo-LabelsCode1
Contextual Debiasing for Visual Recognition With Causal MechanismsCode1
CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning of Large Language ModelsCode1
Counterfactual Explainable RecommendationCode1
Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis ModelCode1
Empowering Language Understanding with Counterfactual ReasoningCode1
GANterfactual - Counterfactual Explanations for Medical Non-Experts using Generative Adversarial LearningCode1
Reconsidering Generative Objectives For Counterfactual ReasoningCode1
Explaining by Removing: A Unified Framework for Model ExplanationCode1
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense ReasoningCode1
Social Commonsense Reasoning with Multi-Head Knowledge AttentionCode1
Reward Machines: Exploiting Reward Function Structure in Reinforcement LearningCode1
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal EffectCode1
SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual ReasoningCode1
Counterfactual Learning of Stochastic Policies with Continuous Actions: from Models to Offline EvaluationCode1
Transformers as Soft Reasoners over LanguageCode1
Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement LearningCode1
HalluSegBench: Counterfactual Visual Reasoning for Segmentation Hallucination Evaluation—0
Active Inference AI Systems for Scientific Discovery—0
An introduction to Causal Modelling—0
WGSR-Bench: Wargame-based Game-theoretic Strategic Reasoning Benchmark for Large Language Models—0
Think before You Simulate: Symbolic Reasoning to Orchestrate Neural Computation for Counterfactual Question AnsweringCode0
Diffusion Counterfactual Generation with Semantic AbductionCode0
Counterfactual reasoning: an analysis of in-context emergenceCode0
Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation—0
Causality and "In-the-Wild" Video-Based Person Re-ID: A Survey—0
Causal Cartographer: From Mapping to Reasoning Over Counterfactual WorldsCode0
Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning—0
Beyond the Known: Decision Making with Counterfactual Reasoning Decision TransformerCode0
An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning—0
Exogenous Isomorphism for Counterfactual IdentifiabilityCode0
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